Pith Number

pith:7VH6CWAN

pith:2019:7VH6CWANSEZGYJSGVFDVAZ2DGK

not attested not anchored not stored refs pending

Reinforcement Learning with Non-uniform State Representations for Adaptive Search

Gregory Dudek, Herke van Hoof, Sandeep Manjanna

arxiv:1906.06588 v1 · 2019-06-15 · cs.RO · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7VH6CWANSEZGYJSGVFDVAZ2DGK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-17T23:43:13.271958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd4fe1580d91326c2646a947506743329f89359a0259a2fa5e7d931fc06d39de

Aliases

arxiv: 1906.06588 · arxiv_version: 1906.06588v1 · doi: 10.48550/arxiv.1906.06588 · pith_short_12: 7VH6CWANSEZG · pith_short_16: 7VH6CWANSEZGYJSG · pith_short_8: 7VH6CWAN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7VH6CWANSEZGYJSGVFDVAZ2DGK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: fd4fe1580d91326c2646a947506743329f89359a0259a2fa5e7d931fc06d39de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d51d225e67b1a6ef458c1b267d9f5a1fac20142deafd9507f139b29e5a51c240",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2019-06-15T16:37:07Z",
    "title_canon_sha256": "7693226664b8dd6f1edc28a63c6500ec73a5d0648520d6996a0ca0b3f31068f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.06588",
    "kind": "arxiv",
    "version": 1
  }
}